Dataset statistics
| Number of variables | 21 |
|---|---|
| Number of observations | 921 |
| Missing cells | 2856 |
| Missing cells (%) | 14.8% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 144.9 KiB |
| Average record size in memory | 161.1 B |
Variable types
| Categorical | 11 |
|---|---|
| Unsupported | 1 |
| Numeric | 8 |
| Boolean | 1 |
Heart rate (bpm) has constant value "0" | Constant |
Start has a high cardinality: 921 distinct values | High cardinality |
End has a high cardinality: 921 distinct values | High cardinality |
Sleep Quality has a high cardinality: 65 distinct values | High cardinality |
Window start has a high cardinality: 840 distinct values | High cardinality |
Window stop has a high cardinality: 840 distinct values | High cardinality |
Time in bed (seconds) is highly correlated with Sleep Quality and 4 other fields | High correlation |
Time asleep (seconds) is highly correlated with Sleep Quality and 4 other fields | High correlation |
Sleep Quality is highly correlated with Regularity and 5 other fields | High correlation |
Regularity is highly correlated with Sleep Quality and 5 other fields | High correlation |
Steps is highly correlated with Notes | High correlation |
Alarm mode is highly correlated with Time asleep (seconds) | High correlation |
Air Pressure (Pa) is highly correlated with Sleep Quality and 5 other fields | High correlation |
City is highly correlated with Sleep Quality and 2 other fields | High correlation |
Time before sleep (seconds) is highly correlated with Notes | High correlation |
Weather temperature (°C) is highly correlated with Air Pressure (Pa) and 1 other fields | High correlation |
Weather type is highly correlated with Air Pressure (Pa) and 1 other fields | High correlation |
Notes is highly correlated with Sleep Quality and 5 other fields | High correlation |
Mood has 921 (100.0%) missing values | Missing |
Air Pressure (Pa) has 429 (46.6%) missing values | Missing |
City has 434 (47.1%) missing values | Missing |
Window start has 80 (8.7%) missing values | Missing |
Window stop has 80 (8.7%) missing values | Missing |
Notes has 912 (99.0%) missing values | Missing |
Start is uniformly distributed | Uniform |
End is uniformly distributed | Uniform |
Window start is uniformly distributed | Uniform |
Window stop is uniformly distributed | Uniform |
Start has unique values | Unique |
End has unique values | Unique |
Mood is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Steps has 11 (1.2%) zeros | Zeros |
Air Pressure (Pa) has 133 (14.4%) zeros | Zeros |
Snore time has 291 (31.6%) zeros | Zeros |
Weather temperature (°C) has 489 (53.1%) zeros | Zeros |
Reproduction
| Analysis started | 2023-03-26 21:57:41.115231 |
|---|---|
| Analysis finished | 2023-03-26 21:57:56.118303 |
| Duration | 15 seconds |
| Software version | pandas-profiling v3.3.0 |
| Download configuration | config.json |
| Distinct | 921 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.3 KiB |
| 2019-05-12 23:26:13 | 1 |
|---|---|
| 2021-03-11 23:48:26 | 1 |
| 2021-03-14 00:01:11 | 1 |
| 2021-03-14 23:12:39 | 1 |
| 2021-03-15 21:57:42 | 1 |
| Other values (916) |
Length
| Max length | 19 |
|---|---|
| Median length | 19 |
| Mean length | 19 |
| Min length | 19 |
Characters and Unicode
| Total characters | 17499 |
|---|---|
| Distinct characters | 13 |
| Distinct categories | 4 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 921 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | 2019-05-12 23:26:13 |
|---|---|
| 2nd row | 2019-05-13 22:10:31 |
| 3rd row | 2019-05-14 21:43:00 |
| 4th row | 2019-05-15 23:11:51 |
| 5th row | 2019-05-16 23:12:13 |
Common Values
| Value | Count | Frequency (%) |
| 2019-05-12 23:26:13 | 1 | 0.1% |
| 2021-03-11 23:48:26 | 1 | 0.1% |
| 2021-03-14 00:01:11 | 1 | 0.1% |
| 2021-03-14 23:12:39 | 1 | 0.1% |
| 2021-03-15 21:57:42 | 1 | 0.1% |
| 2021-03-16 22:17:36 | 1 | 0.1% |
| 2021-03-17 22:51:13 | 1 | 0.1% |
| 2021-03-18 22:17:28 | 1 | 0.1% |
| 2021-03-19 22:41:39 | 1 | 0.1% |
| 2021-03-20 23:44:00 | 1 | 0.1% |
| Other values (911) | 911 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| 22:58:55 | 3 | 0.2% |
| 21:42:38 | 3 | 0.2% |
| 2020-07-27 | 3 | 0.2% |
| 2020-07-30 | 2 | 0.1% |
| 2020-06-06 | 2 | 0.1% |
| 22:29:22 | 2 | 0.1% |
| 2022-01-17 | 2 | 0.1% |
| 22:34:04 | 2 | 0.1% |
| 22:13:30 | 2 | 0.1% |
| 2019-05-26 | 2 | 0.1% |
| Other values (1746) | 1819 |
Most occurring characters
| Value | Count | Frequency (%) |
| 2 | 4067 | |
| 0 | 3006 | |
| 1 | 2090 | |
| - | 1842 | |
| : | 1842 | |
| 921 | 5.3% | |
| 3 | 864 | 4.9% |
| 5 | 654 | 3.7% |
| 4 | 618 | 3.5% |
| 9 | 545 | 3.1% |
| Other values (3) | 1050 | 6.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 12894 | |
| Dash Punctuation | 1842 | 10.5% |
| Other Punctuation | 1842 | 10.5% |
| Space Separator | 921 | 5.3% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 4067 | |
| 0 | 3006 | |
| 1 | 2090 | |
| 3 | 864 | 6.7% |
| 5 | 654 | 5.1% |
| 4 | 618 | 4.8% |
| 9 | 545 | 4.2% |
| 8 | 370 | 2.9% |
| 6 | 341 | 2.6% |
| 7 | 339 | 2.6% |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 1842 |
Other Punctuation
| Value | Count | Frequency (%) |
| : | 1842 |
Space Separator
| Value | Count | Frequency (%) |
| 921 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 17499 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 2 | 4067 | |
| 0 | 3006 | |
| 1 | 2090 | |
| - | 1842 | |
| : | 1842 | |
| 921 | 5.3% | |
| 3 | 864 | 4.9% |
| 5 | 654 | 3.7% |
| 4 | 618 | 3.5% |
| 9 | 545 | 3.1% |
| Other values (3) | 1050 | 6.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 17499 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 2 | 4067 | |
| 0 | 3006 | |
| 1 | 2090 | |
| - | 1842 | |
| : | 1842 | |
| 921 | 5.3% | |
| 3 | 864 | 4.9% |
| 5 | 654 | 3.7% |
| 4 | 618 | 3.5% |
| 9 | 545 | 3.1% |
| Other values (3) | 1050 | 6.0% |
| Distinct | 921 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.3 KiB |
| 2019-05-13 06:11:03 | 1 |
|---|---|
| 2021-03-12 06:28:20 | 1 |
| 2021-03-14 07:21:47 | 1 |
| 2021-03-15 06:09:45 | 1 |
| 2021-03-16 05:31:07 | 1 |
| Other values (916) |
Length
| Max length | 19 |
|---|---|
| Median length | 19 |
| Mean length | 19 |
| Min length | 19 |
Characters and Unicode
| Total characters | 17499 |
|---|---|
| Distinct characters | 13 |
| Distinct categories | 4 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 921 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | 2019-05-13 06:11:03 |
|---|---|
| 2nd row | 2019-05-14 06:10:42 |
| 3rd row | 2019-05-15 06:10:41 |
| 4th row | 2019-05-16 06:13:59 |
| 5th row | 2019-05-17 06:20:32 |
Common Values
| Value | Count | Frequency (%) |
| 2019-05-13 06:11:03 | 1 | 0.1% |
| 2021-03-12 06:28:20 | 1 | 0.1% |
| 2021-03-14 07:21:47 | 1 | 0.1% |
| 2021-03-15 06:09:45 | 1 | 0.1% |
| 2021-03-16 05:31:07 | 1 | 0.1% |
| 2021-03-17 06:14:21 | 1 | 0.1% |
| 2021-03-18 06:14:07 | 1 | 0.1% |
| 2021-03-19 05:43:46 | 1 | 0.1% |
| 2021-03-20 06:46:08 | 1 | 0.1% |
| 2021-03-21 06:59:36 | 1 | 0.1% |
| Other values (911) | 911 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| 06:10:42 | 3 | 0.2% |
| 05:01:30 | 3 | 0.2% |
| 05:00:36 | 3 | 0.2% |
| 05:00:20 | 3 | 0.2% |
| 06:10:41 | 3 | 0.2% |
| 06:30:28 | 3 | 0.2% |
| 05:11:38 | 3 | 0.2% |
| 06:20:36 | 3 | 0.2% |
| 06:10:50 | 3 | 0.2% |
| 06:00:39 | 3 | 0.2% |
| Other values (1762) | 1812 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 3977 | |
| 2 | 2790 | |
| 1 | 1908 | |
| - | 1842 | |
| : | 1842 | |
| 921 | 5.3% | |
| 5 | 860 | 4.9% |
| 3 | 703 | 4.0% |
| 4 | 655 | 3.7% |
| 6 | 645 | 3.7% |
| Other values (3) | 1356 | 7.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 12894 | |
| Dash Punctuation | 1842 | 10.5% |
| Other Punctuation | 1842 | 10.5% |
| Space Separator | 921 | 5.3% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 3977 | |
| 2 | 2790 | |
| 1 | 1908 | |
| 5 | 860 | 6.7% |
| 3 | 703 | 5.5% |
| 4 | 655 | 5.1% |
| 6 | 645 | 5.0% |
| 9 | 524 | 4.1% |
| 7 | 467 | 3.6% |
| 8 | 365 | 2.8% |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 1842 |
Other Punctuation
| Value | Count | Frequency (%) |
| : | 1842 |
Space Separator
| Value | Count | Frequency (%) |
| 921 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 17499 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 3977 | |
| 2 | 2790 | |
| 1 | 1908 | |
| - | 1842 | |
| : | 1842 | |
| 921 | 5.3% | |
| 5 | 860 | 4.9% |
| 3 | 703 | 4.0% |
| 4 | 655 | 3.7% |
| 6 | 645 | 3.7% |
| Other values (3) | 1356 | 7.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 17499 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 3977 | |
| 2 | 2790 | |
| 1 | 1908 | |
| - | 1842 | |
| : | 1842 | |
| 921 | 5.3% | |
| 5 | 860 | 4.9% |
| 3 | 703 | 4.0% |
| 4 | 655 | 3.7% |
| 6 | 645 | 3.7% |
| Other values (3) | 1356 | 7.7% |
| Distinct | 65 |
|---|---|
| Distinct (%) | 7.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.3 KiB |
| 75% | 42 |
|---|---|
| 78% | 39 |
| 77% | 38 |
| 100% | 37 |
| 82% | 35 |
| Other values (60) |
Length
| Max length | 4 |
|---|---|
| Median length | 3 |
| Mean length | 3.036916395 |
| Min length | 2 |
Characters and Unicode
| Total characters | 2797 |
|---|---|
| Distinct characters | 11 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 11 ? |
|---|---|
| Unique (%) | 1.2% |
Sample
| 1st row | 60% |
|---|---|
| 2nd row | 73% |
| 3rd row | 86% |
| 4th row | 77% |
| 5th row | 78% |
Common Values
| Value | Count | Frequency (%) |
| 75% | 42 | 4.6% |
| 78% | 39 | 4.2% |
| 77% | 38 | 4.1% |
| 100% | 37 | 4.0% |
| 82% | 35 | 3.8% |
| 80% | 35 | 3.8% |
| 79% | 35 | 3.8% |
| 74% | 33 | 3.6% |
| 84% | 28 | 3.0% |
| 81% | 28 | 3.0% |
| Other values (55) | 571 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| 75 | 42 | 4.6% |
| 78 | 39 | 4.2% |
| 77 | 38 | 4.1% |
| 100 | 37 | 4.0% |
| 82 | 35 | 3.8% |
| 80 | 35 | 3.8% |
| 79 | 35 | 3.8% |
| 74 | 33 | 3.6% |
| 81 | 28 | 3.0% |
| 84 | 28 | 3.0% |
| Other values (55) | 571 |
Most occurring characters
| Value | Count | Frequency (%) |
| % | 921 | |
| 7 | 412 | |
| 8 | 356 | 12.7% |
| 9 | 222 | 7.9% |
| 6 | 213 | 7.6% |
| 0 | 153 | 5.5% |
| 5 | 127 | 4.5% |
| 1 | 122 | 4.4% |
| 2 | 100 | 3.6% |
| 4 | 97 | 3.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 1876 | |
| Other Punctuation | 921 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 7 | 412 | |
| 8 | 356 | |
| 9 | 222 | |
| 6 | 213 | |
| 0 | 153 | 8.2% |
| 5 | 127 | 6.8% |
| 1 | 122 | 6.5% |
| 2 | 100 | 5.3% |
| 4 | 97 | 5.2% |
| 3 | 74 | 3.9% |
Other Punctuation
| Value | Count | Frequency (%) |
| % | 921 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 2797 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| % | 921 | |
| 7 | 412 | |
| 8 | 356 | 12.7% |
| 9 | 222 | 7.9% |
| 6 | 213 | 7.6% |
| 0 | 153 | 5.5% |
| 5 | 127 | 4.5% |
| 1 | 122 | 4.4% |
| 2 | 100 | 3.6% |
| 4 | 97 | 3.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2797 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| % | 921 | |
| 7 | 412 | |
| 8 | 356 | 12.7% |
| 9 | 222 | 7.9% |
| 6 | 213 | 7.6% |
| 0 | 153 | 5.5% |
| 5 | 127 | 4.5% |
| 1 | 122 | 4.4% |
| 2 | 100 | 3.6% |
| 4 | 97 | 3.5% |
| Distinct | 50 |
|---|---|
| Distinct (%) | 5.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.3 KiB |
| 89% | 62 |
|---|---|
| 86% | 57 |
| 85% | 57 |
| 88% | 54 |
| 84% | 52 |
| Other values (45) |
Length
| Max length | 4 |
|---|---|
| Median length | 3 |
| Mean length | 2.991313789 |
| Min length | 2 |
Characters and Unicode
| Total characters | 2755 |
|---|---|
| Distinct characters | 12 |
| Distinct categories | 3 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 12 ? |
|---|---|
| Unique (%) | 1.3% |
Sample
| 1st row | 0% |
|---|---|
| 2nd row | 0% |
| 3rd row | 96% |
| 4th row | 92% |
| 5th row | 94% |
Common Values
| Value | Count | Frequency (%) |
| 89% | 62 | 6.7% |
| 86% | 57 | 6.2% |
| 85% | 57 | 6.2% |
| 88% | 54 | 5.9% |
| 84% | 52 | 5.6% |
| 90% | 52 | 5.6% |
| 91% | 51 | 5.5% |
| 92% | 46 | 5.0% |
| 93% | 45 | 4.9% |
| 87% | 45 | 4.9% |
| Other values (40) | 400 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| 89 | 62 | 6.7% |
| 85 | 57 | 6.2% |
| 86 | 57 | 6.2% |
| 88 | 54 | 5.9% |
| 84 | 52 | 5.6% |
| 90 | 52 | 5.6% |
| 91 | 51 | 5.5% |
| 92 | 46 | 5.0% |
| 93 | 45 | 4.9% |
| 87 | 45 | 4.9% |
| Other values (40) | 400 |
Most occurring characters
| Value | Count | Frequency (%) |
| % | 921 | |
| 8 | 547 | |
| 9 | 373 | |
| 7 | 202 | 7.3% |
| 6 | 113 | 4.1% |
| 5 | 112 | 4.1% |
| 1 | 102 | 3.7% |
| 3 | 102 | 3.7% |
| 4 | 100 | 3.6% |
| 0 | 97 | 3.5% |
| Other values (2) | 86 | 3.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 1833 | |
| Other Punctuation | 921 | |
| Dash Punctuation | 1 | < 0.1% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 8 | 547 | |
| 9 | 373 | |
| 7 | 202 | 11.0% |
| 6 | 113 | 6.2% |
| 5 | 112 | 6.1% |
| 1 | 102 | 5.6% |
| 3 | 102 | 5.6% |
| 4 | 100 | 5.5% |
| 0 | 97 | 5.3% |
| 2 | 85 | 4.6% |
Other Punctuation
| Value | Count | Frequency (%) |
| % | 921 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 1 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 2755 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| % | 921 | |
| 8 | 547 | |
| 9 | 373 | |
| 7 | 202 | 7.3% |
| 6 | 113 | 4.1% |
| 5 | 112 | 4.1% |
| 1 | 102 | 3.7% |
| 3 | 102 | 3.7% |
| 4 | 100 | 3.6% |
| 0 | 97 | 3.5% |
| Other values (2) | 86 | 3.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2755 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| % | 921 | |
| 8 | 547 | |
| 9 | 373 | |
| 7 | 202 | 7.3% |
| 6 | 113 | 4.1% |
| 5 | 112 | 4.1% |
| 1 | 102 | 3.7% |
| 3 | 102 | 3.7% |
| 4 | 100 | 3.6% |
| 0 | 97 | 3.5% |
| Other values (2) | 86 | 3.1% |
| Distinct | 1 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.3 KiB |
| 0 |
|---|
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 921 |
|---|---|
| Distinct characters | 1 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 921 |
Length
Histogram of lengths of the category
Category Frequency Plot
| Value | Count | Frequency (%) |
| 0 | 921 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 921 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 921 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 921 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 921 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 921 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 921 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 921 |
| Distinct | 877 |
|---|---|
| Distinct (%) | 95.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5311.599349 |
| Minimum | 0 |
|---|---|
| Maximum | 38165 |
| Zeros | 11 |
| Zeros (%) | 1.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 290 |
| Q1 | 2299 |
| median | 4245 |
| Q3 | 7452 |
| 95-th percentile | 12659 |
| Maximum | 38165 |
| Range | 38165 |
| Interquartile range (IQR) | 5153 |
Descriptive statistics
| Standard deviation | 4396.822762 |
|---|---|
| Coefficient of variation (CV) | 0.8277775626 |
| Kurtosis | 7.144768711 |
| Mean | 5311.599349 |
| Median Absolute Deviation (MAD) | 2344 |
| Skewness | 1.96942204 |
| Sum | 4891983 |
| Variance | 19332050.4 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 11 | 1.2% |
| 9737 | 3 | 0.3% |
| 166 | 3 | 0.3% |
| 4718 | 2 | 0.2% |
| 2992 | 2 | 0.2% |
| 290 | 2 | 0.2% |
| 3526 | 2 | 0.2% |
| 4091 | 2 | 0.2% |
| 4404 | 2 | 0.2% |
| 603 | 2 | 0.2% |
| Other values (867) | 890 |
| Value | Count | Frequency (%) |
| 0 | 11 | |
| 6 | 1 | 0.1% |
| 40 | 1 | 0.1% |
| 51 | 1 | 0.1% |
| 63 | 1 | 0.1% |
| 81 | 1 | 0.1% |
| 87 | 1 | 0.1% |
| 88 | 1 | 0.1% |
| 93 | 1 | 0.1% |
| 94 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 38165 | 1 | |
| 31593 | 1 | |
| 29359 | 1 | |
| 24648 | 1 | |
| 24273 | 1 | |
| 23174 | 1 | |
| 22366 | 1 | |
| 22114 | 1 | |
| 22030 | 1 | |
| 21825 | 1 |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.3 KiB |
| Normal | |
|---|---|
| No alarm | 80 |
Length
| Max length | 8 |
|---|---|
| Median length | 6 |
| Mean length | 6.173724213 |
| Min length | 6 |
Characters and Unicode
| Total characters | 5686 |
|---|---|
| Distinct characters | 7 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Normal |
|---|---|
| 2nd row | Normal |
| 3rd row | Normal |
| 4th row | Normal |
| 5th row | Normal |
Common Values
| Value | Count | Frequency (%) |
| Normal | 841 | |
| No alarm | 80 | 8.7% |
Length
Histogram of lengths of the category
Category Frequency Plot
| Value | Count | Frequency (%) |
| normal | 841 | |
| no | 80 | 8.0% |
| alarm | 80 | 8.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 1001 | |
| N | 921 | |
| o | 921 | |
| r | 921 | |
| m | 921 | |
| l | 921 | |
| 80 | 1.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 4685 | |
| Uppercase Letter | 921 | 16.2% |
| Space Separator | 80 | 1.4% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 1001 | |
| o | 921 | |
| r | 921 | |
| m | 921 | |
| l | 921 |
Uppercase Letter
| Value | Count | Frequency (%) |
| N | 921 |
Space Separator
| Value | Count | Frequency (%) |
| 80 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 5606 | |
| Common | 80 | 1.4% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 1001 | |
| N | 921 | |
| o | 921 | |
| r | 921 | |
| m | 921 | |
| l | 921 |
Common
| Value | Count | Frequency (%) |
| 80 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 5686 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 1001 | |
| N | 921 | |
| o | 921 | |
| r | 921 | |
| m | 921 | |
| l | 921 | |
| 80 | 1.4% |
| Distinct | 46 |
|---|---|
| Distinct (%) | 9.3% |
| Missing | 429 |
| Missing (%) | 46.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 68.6601626 |
| Minimum | 0 |
|---|---|
| Maximum | 96.5 |
| Zeros | 133 |
| Zeros (%) | 14.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 93.7 |
| Q3 | 94.4 |
| 95-th percentile | 95.545 |
| Maximum | 96.5 |
| Range | 96.5 |
| Interquartile range (IQR) | 94.4 |
Descriptive statistics
| Standard deviation | 41.84536754 |
|---|---|
| Coefficient of variation (CV) | 0.6094562837 |
| Kurtosis | -0.9287289508 |
| Mean | 68.6601626 |
| Median Absolute Deviation (MAD) | 0.9 |
| Skewness | -1.035595174 |
| Sum | 33780.8 |
| Variance | 1751.034784 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=46)
| Value | Count | Frequency (%) |
| 0 | 133 | 14.4% |
| 93.8 | 25 | 2.7% |
| 94.2 | 24 | 2.6% |
| 93.6 | 22 | 2.4% |
| 93.9 | 20 | 2.2% |
| 94 | 19 | 2.1% |
| 93.7 | 14 | 1.5% |
| 93.1 | 13 | 1.4% |
| 94.3 | 13 | 1.4% |
| 94.6 | 13 | 1.4% |
| Other values (36) | 196 | |
| (Missing) | 429 |
| Value | Count | Frequency (%) |
| 0 | 133 | |
| 83.5 | 1 | 0.1% |
| 83.8 | 1 | 0.1% |
| 91.2 | 1 | 0.1% |
| 92.1 | 1 | 0.1% |
| 92.2 | 2 | 0.2% |
| 92.4 | 2 | 0.2% |
| 92.6 | 2 | 0.2% |
| 92.7 | 4 | 0.4% |
| 92.8 | 2 | 0.2% |
| Value | Count | Frequency (%) |
| 96.5 | 1 | 0.1% |
| 96.3 | 1 | 0.1% |
| 96.2 | 1 | 0.1% |
| 96.1 | 4 | |
| 96 | 1 | 0.1% |
| 95.9 | 1 | 0.1% |
| 95.8 | 9 | |
| 95.7 | 4 | |
| 95.6 | 3 | 0.3% |
| 95.5 | 8 |
| Distinct | 5 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 434 |
| Missing (%) | 47.1% |
| Memory size | 7.3 KiB |
| Nelson | |
|---|---|
| Central Kootenay | |
| Fruitvale | 5 |
| North Okanagan | 2 |
| View Royal | 1 |
Length
| Max length | 16 |
|---|---|
| Median length | 6 |
| Mean length | 8.926078029 |
| Min length | 6 |
Characters and Unicode
| Total characters | 4347 |
|---|---|
| Distinct characters | 24 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 0.2% |
Sample
| 1st row | Nelson |
|---|---|
| 2nd row | Nelson |
| 3rd row | Nelson |
| 4th row | Nelson |
| 5th row | Nelson |
Common Values
| Value | Count | Frequency (%) |
| Nelson | 340 | |
| Central Kootenay | 139 | 15.1% |
| Fruitvale | 5 | 0.5% |
| North Okanagan | 2 | 0.2% |
| View Royal | 1 | 0.1% |
| (Missing) | 434 |
Length
Histogram of lengths of the category
Category Frequency Plot
| Value | Count | Frequency (%) |
| nelson | 340 | |
| central | 139 | |
| kootenay | 139 | |
| fruitvale | 5 | 0.8% |
| north | 2 | 0.3% |
| okanagan | 2 | 0.3% |
| view | 1 | 0.2% |
| royal | 1 | 0.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 624 | |
| n | 622 | |
| o | 621 | |
| l | 485 | |
| N | 342 | |
| s | 340 | |
| a | 290 | |
| t | 285 | |
| r | 146 | 3.4% |
| 142 | 3.3% | |
| Other values (14) | 450 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 3576 | |
| Uppercase Letter | 629 | 14.5% |
| Space Separator | 142 | 3.3% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 624 | |
| n | 622 | |
| o | 621 | |
| l | 485 | |
| s | 340 | |
| a | 290 | |
| t | 285 | |
| r | 146 | 4.1% |
| y | 140 | 3.9% |
| i | 6 | 0.2% |
| Other values (6) | 17 | 0.5% |
Uppercase Letter
| Value | Count | Frequency (%) |
| N | 342 | |
| K | 139 | |
| C | 139 | |
| F | 5 | 0.8% |
| O | 2 | 0.3% |
| V | 1 | 0.2% |
| R | 1 | 0.2% |
Space Separator
| Value | Count | Frequency (%) |
| 142 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 4205 | |
| Common | 142 | 3.3% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 624 | |
| n | 622 | |
| o | 621 | |
| l | 485 | |
| N | 342 | |
| s | 340 | |
| a | 290 | |
| t | 285 | |
| r | 146 | 3.5% |
| y | 140 | 3.3% |
| Other values (13) | 310 |
Common
| Value | Count | Frequency (%) |
| 142 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 4347 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 624 | |
| n | 622 | |
| o | 621 | |
| l | 485 | |
| N | 342 | |
| s | 340 | |
| a | 290 | |
| t | 285 | |
| r | 146 | 3.4% |
| 142 | 3.3% | |
| Other values (14) | 450 |
Movements per hour
Real number (ℝ≥0)
| Distinct | 568 |
|---|---|
| Distinct (%) | 61.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 174.2774159 |
| Minimum | 0 |
|---|---|
| Maximum | 17926.7 |
| Zeros | 7 |
| Zeros (%) | 0.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 19.1 |
| Q1 | 37 |
| median | 49.6 |
| Q3 | 65.2 |
| 95-th percentile | 141.7 |
| Maximum | 17926.7 |
| Range | 17926.7 |
| Interquartile range (IQR) | 28.2 |
Descriptive statistics
| Standard deviation | 822.7762988 |
|---|---|
| Coefficient of variation (CV) | 4.721072405 |
| Kurtosis | 245.0269911 |
| Mean | 174.2774159 |
| Median Absolute Deviation (MAD) | 13.9 |
| Skewness | 13.09909146 |
| Sum | 160509.5 |
| Variance | 676960.8378 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 7 | 0.8% |
| 35 | 5 | 0.5% |
| 58.3 | 5 | 0.5% |
| 34.3 | 5 | 0.5% |
| 64.4 | 5 | 0.5% |
| 39.7 | 5 | 0.5% |
| 45.4 | 5 | 0.5% |
| 56.5 | 5 | 0.5% |
| 40.3 | 5 | 0.5% |
| 45.3 | 5 | 0.5% |
| Other values (558) | 869 |
| Value | Count | Frequency (%) |
| 0 | 7 | |
| 1.8 | 1 | 0.1% |
| 2.5 | 1 | 0.1% |
| 2.6 | 1 | 0.1% |
| 6 | 1 | 0.1% |
| 6.7 | 1 | 0.1% |
| 6.8 | 1 | 0.1% |
| 7.1 | 1 | 0.1% |
| 7.5 | 1 | 0.1% |
| 8.1 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 17926.7 | 1 | |
| 5811.2 | 1 | |
| 5268.2 | 1 | |
| 5185.8 | 1 | |
| 4390.7 | 1 | |
| 4381.3 | 1 | |
| 4300 | 1 | |
| 3868.6 | 1 | |
| 3765.1 | 1 | |
| 3730.3 | 1 |
| Distinct | 918 |
|---|---|
| Distinct (%) | 99.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 27505.49761 |
| Minimum | 1852.8 |
|---|---|
| Maximum | 46703.4 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.3 KiB |
Quantile statistics
| Minimum | 1852.8 |
|---|---|
| 5-th percentile | 22879.7 |
| Q1 | 25500.6 |
| median | 27422.9 |
| Q3 | 29530.1 |
| 95-th percentile | 33310.2 |
| Maximum | 46703.4 |
| Range | 44850.6 |
| Interquartile range (IQR) | 4029.5 |
Descriptive statistics
| Standard deviation | 3916.696288 |
|---|---|
| Coefficient of variation (CV) | 0.1423968526 |
| Kurtosis | 10.43678849 |
| Mean | 27505.49761 |
| Median Absolute Deviation (MAD) | 2045.8 |
| Skewness | -1.361025274 |
| Sum | 25332563.3 |
| Variance | 15340509.81 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 25739.2 | 2 | 0.2% |
| 27090.8 | 2 | 0.2% |
| 28935.2 | 2 | 0.2% |
| 24289.2 | 1 | 0.1% |
| 27148.7 | 1 | 0.1% |
| 27205.8 | 1 | 0.1% |
| 28605.3 | 1 | 0.1% |
| 26574.3 | 1 | 0.1% |
| 26777.7 | 1 | 0.1% |
| 29069.3 | 1 | 0.1% |
| Other values (908) | 908 |
| Value | Count | Frequency (%) |
| 1852.8 | 1 | |
| 2536.2 | 1 | |
| 2855.4 | 1 | |
| 2863 | 1 | |
| 4664.4 | 1 | |
| 5510.8 | 1 | |
| 7452.5 | 1 | |
| 8050.3 | 1 | |
| 17424.7 | 1 | |
| 17889.9 | 1 |
| Value | Count | Frequency (%) |
| 46703.4 | 1 | |
| 43094.3 | 1 | |
| 38815.6 | 1 | |
| 38656.7 | 1 | |
| 37709.1 | 1 | |
| 37708.9 | 1 | |
| 37530.3 | 1 | |
| 37451.1 | 1 | |
| 37220.9 | 1 | |
| 36899.6 | 1 |
| Distinct | 915 |
|---|---|
| Distinct (%) | 99.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 23912.68317 |
| Minimum | 0 |
|---|---|
| Maximum | 45769.4 |
| Zeros | 3 |
| Zeros (%) | 0.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 18314 |
| Q1 | 21627.5 |
| median | 23919 |
| Q3 | 26257 |
| 95-th percentile | 29929 |
| Maximum | 45769.4 |
| Range | 45769.4 |
| Interquartile range (IQR) | 4629.5 |
Descriptive statistics
| Standard deviation | 4066.189356 |
|---|---|
| Coefficient of variation (CV) | 0.1700432079 |
| Kurtosis | 6.860867389 |
| Mean | 23912.68317 |
| Median Absolute Deviation (MAD) | 2301.9 |
| Skewness | -0.9234025786 |
| Sum | 22023581.2 |
| Variance | 16533895.88 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 3 | 0.3% |
| 27996.7 | 2 | 0.2% |
| 23785.1 | 2 | 0.2% |
| 26476.6 | 2 | 0.2% |
| 25573.6 | 2 | 0.2% |
| 22993.8 | 1 | 0.1% |
| 20901.6 | 1 | 0.1% |
| 20095.7 | 1 | 0.1% |
| 20437.9 | 1 | 0.1% |
| 23306.3 | 1 | 0.1% |
| Other values (905) | 905 |
| Value | Count | Frequency (%) |
| 0 | 3 | |
| 1815.8 | 1 | 0.1% |
| 2798.3 | 1 | 0.1% |
| 3193.3 | 1 | 0.1% |
| 4571.2 | 1 | 0.1% |
| 7303.4 | 1 | 0.1% |
| 14174.7 | 1 | 0.1% |
| 15217.6 | 1 | 0.1% |
| 15287.6 | 1 | 0.1% |
| 15558.2 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 45769.4 | 1 | |
| 36227.9 | 1 | |
| 35180.8 | 1 | |
| 34922.2 | 1 | |
| 34619.1 | 1 | |
| 34455 | 1 | |
| 33985.4 | 1 | |
| 33427.4 | 1 | |
| 33061.1 | 1 | |
| 33023.5 | 1 |
| Distinct | 841 |
|---|---|
| Distinct (%) | 91.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1001.556135 |
| Minimum | 0 |
|---|---|
| Maximum | 5677.7 |
| Zeros | 3 |
| Zeros (%) | 0.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 169.1 |
| Q1 | 449.9 |
| median | 563.7 |
| Q3 | 1287 |
| 95-th percentile | 3495.5 |
| Maximum | 5677.7 |
| Range | 5677.7 |
| Interquartile range (IQR) | 837.1 |
Descriptive statistics
| Standard deviation | 1046.287777 |
|---|---|
| Coefficient of variation (CV) | 1.044662142 |
| Kurtosis | 2.18298678 |
| Mean | 1001.556135 |
| Median Absolute Deviation (MAD) | 362.6 |
| Skewness | 1.727527056 |
| Sum | 922433.2 |
| Variance | 1094718.113 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 150 | 10 | 1.1% |
| 172.1 | 4 | 0.4% |
| 595.4 | 3 | 0.3% |
| 171.3 | 3 | 0.3% |
| 0 | 3 | 0.3% |
| 173.3 | 3 | 0.3% |
| 502.5 | 3 | 0.3% |
| 201.1 | 2 | 0.2% |
| 632.1 | 2 | 0.2% |
| 461.6 | 2 | 0.2% |
| Other values (831) | 886 |
| Value | Count | Frequency (%) |
| 0 | 3 | 0.3% |
| 37.1 | 1 | 0.1% |
| 57.1 | 1 | 0.1% |
| 93.3 | 1 | 0.1% |
| 136.2 | 1 | 0.1% |
| 141.9 | 1 | 0.1% |
| 149 | 1 | 0.1% |
| 150 | 10 | |
| 150.1 | 1 | 0.1% |
| 152.1 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 5677.7 | 1 | |
| 4548.7 | 1 | |
| 4484 | 1 | |
| 4483.4 | 1 | |
| 4405.6 | 1 | |
| 4391.7 | 1 | |
| 4282.7 | 1 | |
| 4250.8 | 1 | |
| 4237.4 | 1 | |
| 4219.8 | 1 |
| Distinct | 840 |
|---|---|
| Distinct (%) | 99.9% |
| Missing | 80 |
| Missing (%) | 8.7% |
| Memory size | 7.3 KiB |
| 2021-12-18 06:40:00 | 2 |
|---|---|
| 2019-05-13 06:00:00 | 1 |
| 2021-03-28 08:00:00 | 1 |
| 2021-03-18 06:00:00 | 1 |
| 2021-03-19 05:30:00 | 1 |
| Other values (835) |
Length
| Max length | 19 |
|---|---|
| Median length | 19 |
| Mean length | 19 |
| Min length | 19 |
Characters and Unicode
| Total characters | 15979 |
|---|---|
| Distinct characters | 13 |
| Distinct categories | 4 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 839 ? |
|---|---|
| Unique (%) | 99.8% |
Sample
| 1st row | 2019-05-13 06:00:00 |
|---|---|
| 2nd row | 2019-05-14 05:50:00 |
| 3rd row | 2019-05-15 05:50:00 |
| 4th row | 2019-05-16 05:50:00 |
| 5th row | 2019-05-17 05:50:00 |
Common Values
| Value | Count | Frequency (%) |
| 2021-12-18 06:40:00 | 2 | 0.2% |
| 2019-05-13 06:00:00 | 1 | 0.1% |
| 2021-03-28 08:00:00 | 1 | 0.1% |
| 2021-03-18 06:00:00 | 1 | 0.1% |
| 2021-03-19 05:30:00 | 1 | 0.1% |
| 2021-03-20 06:30:00 | 1 | 0.1% |
| 2021-03-21 07:00:00 | 1 | 0.1% |
| 2021-03-22 05:00:00 | 1 | 0.1% |
| 2021-03-23 05:00:00 | 1 | 0.1% |
| 2021-03-24 05:00:00 | 1 | 0.1% |
| Other values (830) | 830 | |
| (Missing) | 80 | 8.7% |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| 05:00:00 | 205 | 12.2% |
| 06:00:00 | 103 | 6.1% |
| 07:00:00 | 95 | 5.6% |
| 06:30:00 | 81 | 4.8% |
| 05:30:00 | 78 | 4.6% |
| 05:50:00 | 59 | 3.5% |
| 04:20:00 | 29 | 1.7% |
| 05:45:00 | 28 | 1.7% |
| 04:45:00 | 24 | 1.4% |
| 07:30:00 | 23 | 1.4% |
| Other values (865) | 957 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 5863 | |
| 2 | 2105 | 13.2% |
| - | 1682 | 10.5% |
| : | 1682 | 10.5% |
| 1 | 1222 | 7.6% |
| 841 | 5.3% | |
| 5 | 734 | 4.6% |
| 3 | 402 | 2.5% |
| 6 | 355 | 2.2% |
| 9 | 320 | 2.0% |
| Other values (3) | 773 | 4.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 11774 | |
| Dash Punctuation | 1682 | 10.5% |
| Other Punctuation | 1682 | 10.5% |
| Space Separator | 841 | 5.3% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 5863 | |
| 2 | 2105 | 17.9% |
| 1 | 1222 | 10.4% |
| 5 | 734 | 6.2% |
| 3 | 402 | 3.4% |
| 6 | 355 | 3.0% |
| 9 | 320 | 2.7% |
| 4 | 309 | 2.6% |
| 7 | 288 | 2.4% |
| 8 | 176 | 1.5% |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 1682 |
Other Punctuation
| Value | Count | Frequency (%) |
| : | 1682 |
Space Separator
| Value | Count | Frequency (%) |
| 841 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 15979 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 5863 | |
| 2 | 2105 | 13.2% |
| - | 1682 | 10.5% |
| : | 1682 | 10.5% |
| 1 | 1222 | 7.6% |
| 841 | 5.3% | |
| 5 | 734 | 4.6% |
| 3 | 402 | 2.5% |
| 6 | 355 | 2.2% |
| 9 | 320 | 2.0% |
| Other values (3) | 773 | 4.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 15979 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 5863 | |
| 2 | 2105 | 13.2% |
| - | 1682 | 10.5% |
| : | 1682 | 10.5% |
| 1 | 1222 | 7.6% |
| 841 | 5.3% | |
| 5 | 734 | 4.6% |
| 3 | 402 | 2.5% |
| 6 | 355 | 2.2% |
| 9 | 320 | 2.0% |
| Other values (3) | 773 | 4.8% |
| Distinct | 840 |
|---|---|
| Distinct (%) | 99.9% |
| Missing | 80 |
| Missing (%) | 8.7% |
| Memory size | 7.3 KiB |
| 2021-12-18 06:40:00 | 2 |
|---|---|
| 2019-05-13 06:00:00 | 1 |
| 2021-03-28 08:00:00 | 1 |
| 2021-03-18 06:00:00 | 1 |
| 2021-03-19 05:30:00 | 1 |
| Other values (835) |
Length
| Max length | 19 |
|---|---|
| Median length | 19 |
| Mean length | 19 |
| Min length | 19 |
Characters and Unicode
| Total characters | 15979 |
|---|---|
| Distinct characters | 13 |
| Distinct categories | 4 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 839 ? |
|---|---|
| Unique (%) | 99.8% |
Sample
| 1st row | 2019-05-13 06:00:00 |
|---|---|
| 2nd row | 2019-05-14 05:50:00 |
| 3rd row | 2019-05-15 05:50:00 |
| 4th row | 2019-05-16 05:50:00 |
| 5th row | 2019-05-17 05:50:00 |
Common Values
| Value | Count | Frequency (%) |
| 2021-12-18 06:40:00 | 2 | 0.2% |
| 2019-05-13 06:00:00 | 1 | 0.1% |
| 2021-03-28 08:00:00 | 1 | 0.1% |
| 2021-03-18 06:00:00 | 1 | 0.1% |
| 2021-03-19 05:30:00 | 1 | 0.1% |
| 2021-03-20 06:30:00 | 1 | 0.1% |
| 2021-03-21 07:00:00 | 1 | 0.1% |
| 2021-03-22 05:00:00 | 1 | 0.1% |
| 2021-03-23 05:00:00 | 1 | 0.1% |
| 2021-03-24 05:00:00 | 1 | 0.1% |
| Other values (830) | 830 | |
| (Missing) | 80 | 8.7% |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| 05:00:00 | 204 | 12.1% |
| 06:00:00 | 104 | 6.2% |
| 07:00:00 | 95 | 5.6% |
| 06:30:00 | 80 | 4.8% |
| 05:30:00 | 78 | 4.6% |
| 05:50:00 | 60 | 3.6% |
| 04:20:00 | 29 | 1.7% |
| 05:45:00 | 28 | 1.7% |
| 07:30:00 | 24 | 1.4% |
| 04:45:00 | 24 | 1.4% |
| Other values (864) | 956 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 5863 | |
| 2 | 2104 | 13.2% |
| - | 1682 | 10.5% |
| : | 1682 | 10.5% |
| 1 | 1222 | 7.6% |
| 841 | 5.3% | |
| 5 | 734 | 4.6% |
| 3 | 402 | 2.5% |
| 6 | 355 | 2.2% |
| 9 | 320 | 2.0% |
| Other values (3) | 774 | 4.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 11774 | |
| Dash Punctuation | 1682 | 10.5% |
| Other Punctuation | 1682 | 10.5% |
| Space Separator | 841 | 5.3% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 5863 | |
| 2 | 2104 | 17.9% |
| 1 | 1222 | 10.4% |
| 5 | 734 | 6.2% |
| 3 | 402 | 3.4% |
| 6 | 355 | 3.0% |
| 9 | 320 | 2.7% |
| 4 | 309 | 2.6% |
| 7 | 289 | 2.5% |
| 8 | 176 | 1.5% |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 1682 |
Other Punctuation
| Value | Count | Frequency (%) |
| : | 1682 |
Space Separator
| Value | Count | Frequency (%) |
| 841 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 15979 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 5863 | |
| 2 | 2104 | 13.2% |
| - | 1682 | 10.5% |
| : | 1682 | 10.5% |
| 1 | 1222 | 7.6% |
| 841 | 5.3% | |
| 5 | 734 | 4.6% |
| 3 | 402 | 2.5% |
| 6 | 355 | 2.2% |
| 9 | 320 | 2.0% |
| Other values (3) | 774 | 4.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 15979 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 5863 | |
| 2 | 2104 | 13.2% |
| - | 1682 | 10.5% |
| : | 1682 | 10.5% |
| 1 | 1222 | 7.6% |
| 841 | 5.3% | |
| 5 | 734 | 4.6% |
| 3 | 402 | 2.5% |
| 6 | 355 | 2.2% |
| 9 | 320 | 2.0% |
| Other values (3) | 774 | 4.8% |
Did snore
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.0 KiB |
| True | |
|---|---|
| False | 8 |
| Value | Count | Frequency (%) |
| True | 913 | |
| False | 8 | 0.9% |
| Distinct | 422 |
|---|---|
| Distinct (%) | 45.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 312.9442997 |
| Minimum | 0 |
|---|---|
| Maximum | 4477.3 |
| Zeros | 291 |
| Zeros (%) | 31.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 148 |
| Q3 | 440 |
| 95-th percentile | 1258.8 |
| Maximum | 4477.3 |
| Range | 4477.3 |
| Interquartile range (IQR) | 440 |
Descriptive statistics
| Standard deviation | 455.4728476 |
|---|---|
| Coefficient of variation (CV) | 1.455443822 |
| Kurtosis | 13.16755839 |
| Mean | 312.9442997 |
| Median Absolute Deviation (MAD) | 148 |
| Skewness | 2.896226495 |
| Sum | 288221.7 |
| Variance | 207455.5149 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 291 | |
| 120 | 20 | 2.2% |
| 240 | 18 | 2.0% |
| 480 | 15 | 1.6% |
| 180 | 15 | 1.6% |
| 420 | 14 | 1.5% |
| 60 | 13 | 1.4% |
| 360 | 12 | 1.3% |
| 660 | 9 | 1.0% |
| 300 | 9 | 1.0% |
| Other values (412) | 505 |
| Value | Count | Frequency (%) |
| 0 | 291 | |
| 60 | 13 | 1.4% |
| 61 | 2 | 0.2% |
| 61.3 | 1 | 0.1% |
| 61.6 | 2 | 0.2% |
| 61.9 | 3 | 0.3% |
| 62 | 2 | 0.2% |
| 62.2 | 1 | 0.1% |
| 63 | 1 | 0.1% |
| 64 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 4477.3 | 1 | |
| 3322.8 | 1 | |
| 2554 | 1 | |
| 2539.9 | 1 | |
| 2453.3 | 1 | |
| 2150.4 | 1 | |
| 2140 | 1 | |
| 2134.6 | 1 | |
| 2117 | 1 | |
| 2104 | 1 |
| Distinct | 233 |
|---|---|
| Distinct (%) | 25.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.142562432 |
| Minimum | -19 |
|---|---|
| Maximum | 24.5 |
| Zeros | 489 |
| Zeros (%) | 53.1% |
| Negative | 138 |
| Negative (%) | 15.0% |
| Memory size | 7.3 KiB |
Quantile statistics
| Minimum | -19 |
|---|---|
| 5-th percentile | -5.3 |
| Q1 | 0 |
| median | 0 |
| Q3 | 3.1 |
| 95-th percentile | 16.1 |
| Maximum | 24.5 |
| Range | 43.5 |
| Interquartile range (IQR) | 3.1 |
Descriptive statistics
| Standard deviation | 6.324558032 |
|---|---|
| Coefficient of variation (CV) | 2.95186639 |
| Kurtosis | 1.845812131 |
| Mean | 2.142562432 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.9778081561 |
| Sum | 1973.3 |
| Variance | 40.0000343 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 489 | |
| -2.8 | 6 | 0.7% |
| 3 | 5 | 0.5% |
| -3.9 | 5 | 0.5% |
| -5.2 | 5 | 0.5% |
| 4 | 5 | 0.5% |
| 0.5 | 5 | 0.5% |
| 13.3 | 5 | 0.5% |
| 5 | 5 | 0.5% |
| 17.2 | 5 | 0.5% |
| Other values (223) | 386 |
| Value | Count | Frequency (%) |
| -19 | 1 | |
| -17.5 | 1 | |
| -16.7 | 2 | |
| -15.2 | 1 | |
| -14.8 | 1 | |
| -14.2 | 1 | |
| -13.3 | 1 | |
| -12.7 | 2 | |
| -12.6 | 2 | |
| -12.5 | 1 |
| Value | Count | Frequency (%) |
| 24.5 | 1 | |
| 23.9 | 1 | |
| 23.8 | 1 | |
| 22.8 | 1 | |
| 22.6 | 1 | |
| 22.5 | 1 | |
| 21.7 | 1 | |
| 21.3 | 2 | |
| 21 | 1 | |
| 20.7 | 2 |
| Distinct | 9 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.3 KiB |
| No weather | |
|---|---|
| Sunny | |
| Cloudy | |
| Partly cloudy | |
| Fog | |
| Other values (4) |
Length
| Max length | 13 |
|---|---|
| Median length | 10 |
| Mean length | 8.142236699 |
| Min length | 3 |
Characters and Unicode
| Total characters | 7499 |
|---|---|
| Distinct characters | 23 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | No weather |
|---|---|
| 2nd row | No weather |
| 3rd row | No weather |
| 4th row | No weather |
| 5th row | No weather |
Common Values
| Value | Count | Frequency (%) |
| No weather | 488 | |
| Sunny | 121 | 13.1% |
| Cloudy | 75 | 8.1% |
| Partly cloudy | 71 | 7.7% |
| Fog | 59 | 6.4% |
| Rain | 37 | 4.0% |
| Fair | 35 | 3.8% |
| Snow | 31 | 3.4% |
| Rainy showers | 4 | 0.4% |
Length
Histogram of lengths of the category
Category Frequency Plot
| Value | Count | Frequency (%) |
| no | 488 | |
| weather | 488 | |
| cloudy | 146 | 9.8% |
| sunny | 121 | 8.2% |
| partly | 71 | 4.8% |
| fog | 59 | 4.0% |
| rain | 37 | 2.5% |
| fair | 35 | 2.4% |
| snow | 31 | 2.1% |
| rainy | 4 | 0.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 980 | |
| o | 728 | |
| a | 635 | 8.5% |
| r | 598 | 8.0% |
| 563 | 7.5% | |
| t | 559 | 7.5% |
| w | 523 | 7.0% |
| h | 492 | 6.6% |
| N | 488 | 6.5% |
| y | 342 | 4.6% |
| Other values (13) | 1591 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 6015 | |
| Uppercase Letter | 921 | 12.3% |
| Space Separator | 563 | 7.5% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 980 | |
| o | 728 | |
| a | 635 | |
| r | 598 | |
| t | 559 | |
| w | 523 | |
| h | 492 | |
| y | 342 | 5.7% |
| n | 314 | 5.2% |
| u | 267 | 4.4% |
| Other values (6) | 577 |
Uppercase Letter
| Value | Count | Frequency (%) |
| N | 488 | |
| S | 152 | 16.5% |
| F | 94 | 10.2% |
| C | 75 | 8.1% |
| P | 71 | 7.7% |
| R | 41 | 4.5% |
Space Separator
| Value | Count | Frequency (%) |
| 563 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 6936 | |
| Common | 563 | 7.5% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 980 | |
| o | 728 | |
| a | 635 | |
| r | 598 | |
| t | 559 | |
| w | 523 | |
| h | 492 | 7.1% |
| N | 488 | 7.0% |
| y | 342 | 4.9% |
| n | 314 | 4.5% |
| Other values (12) | 1277 |
Common
| Value | Count | Frequency (%) |
| 563 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 7499 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 980 | |
| o | 728 | |
| a | 635 | 8.5% |
| r | 598 | 8.0% |
| 563 | 7.5% | |
| t | 559 | 7.5% |
| w | 523 | 7.0% |
| h | 492 | 6.6% |
| N | 488 | 6.5% |
| y | 342 | 4.6% |
| Other values (13) | 1591 |
| Distinct | 8 |
|---|---|
| Distinct (%) | 88.9% |
| Missing | 912 |
| Missing (%) | 99.0% |
| Memory size | 7.3 KiB |
| Coffee:Tea:Worked out | |
|---|---|
| Coffee | |
| Ate late:Coffee:Tea:Worked out | |
| Alcohol:Coffee:Tea:Worked out | |
| Alcohol:Ate late:Coffee | |
| Other values (3) |
Length
| Max length | 30 |
|---|---|
| Median length | 21 |
| Mean length | 18.66666667 |
| Min length | 6 |
Characters and Unicode
| Total characters | 168 |
|---|---|
| Distinct characters | 23 |
| Distinct categories | 5 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 2 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 7 ? |
|---|---|
| Unique (%) | 77.8% |
Sample
| 1st row | Coffee |
|---|---|
| 2nd row | Ate late:Coffee:Tea:Worked out |
| 3rd row | Coffee:Tea:Worked out |
| 4th row | Coffee:Tea:Worked out |
| 5th row | Alcohol:Coffee:Tea:Worked out |
Common Values
| Value | Count | Frequency (%) |
| Coffee:Tea:Worked out | 2 | 0.2% |
| Coffee | 1 | 0.1% |
| Ate late:Coffee:Tea:Worked out | 1 | 0.1% |
| Alcohol:Coffee:Tea:Worked out | 1 | 0.1% |
| Alcohol:Ate late:Coffee | 1 | 0.1% |
| Alcohol:Coffee | 1 | 0.1% |
| Ate late:Coffee | 1 | 0.1% |
| Kathryn’s | 1 | 0.1% |
| (Missing) | 912 |
Length
Histogram of lengths of the category
Category Frequency Plot
| Value | Count | Frequency (%) |
| out | 4 | |
| coffee:tea:worked | 2 | |
| ate | 2 | |
| late:coffee | 2 | |
| coffee | 1 | 6.2% |
| late:coffee:tea:worked | 1 | 6.2% |
| alcohol:coffee:tea:worked | 1 | 6.2% |
| alcohol:ate | 1 | 6.2% |
| alcohol:coffee | 1 | 6.2% |
| kathryn’s | 1 | 6.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 30 | |
| o | 22 | |
| f | 16 | |
| : | 14 | 8.3% |
| t | 11 | 6.5% |
| l | 9 | 5.4% |
| C | 8 | 4.8% |
| a | 8 | 4.8% |
| 7 | 4.2% | |
| A | 6 | 3.6% |
| Other values (13) | 37 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 123 | |
| Uppercase Letter | 23 | 13.7% |
| Other Punctuation | 14 | 8.3% |
| Space Separator | 7 | 4.2% |
| Final Punctuation | 1 | 0.6% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 30 | |
| o | 22 | |
| f | 16 | |
| t | 11 | 8.9% |
| l | 9 | 7.3% |
| a | 8 | 6.5% |
| r | 5 | 4.1% |
| k | 4 | 3.3% |
| d | 4 | 3.3% |
| u | 4 | 3.3% |
| Other values (5) | 10 | 8.1% |
Uppercase Letter
| Value | Count | Frequency (%) |
| C | 8 | |
| A | 6 | |
| W | 4 | |
| T | 4 | |
| K | 1 | 4.3% |
Other Punctuation
| Value | Count | Frequency (%) |
| : | 14 |
Space Separator
| Value | Count | Frequency (%) |
| 7 |
Final Punctuation
| Value | Count | Frequency (%) |
| ’ | 1 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 146 | |
| Common | 22 | 13.1% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 30 | |
| o | 22 | |
| f | 16 | |
| t | 11 | 7.5% |
| l | 9 | 6.2% |
| C | 8 | 5.5% |
| a | 8 | 5.5% |
| A | 6 | 4.1% |
| r | 5 | 3.4% |
| k | 4 | 2.7% |
| Other values (10) | 27 |
Common
| Value | Count | Frequency (%) |
| : | 14 | |
| 7 | ||
| ’ | 1 | 4.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 167 | |
| Punctuation | 1 | 0.6% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 30 | |
| o | 22 | |
| f | 16 | |
| : | 14 | 8.4% |
| t | 11 | 6.6% |
| l | 9 | 5.4% |
| C | 8 | 4.8% |
| a | 8 | 4.8% |
| 7 | 4.2% | |
| A | 6 | 3.6% |
| Other values (12) | 36 |
Punctuation
| Value | Count | Frequency (%) |
| ’ | 1 |
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here. A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.
The dendrogram allows you to more fully correlate variable completion, revealing trends deeper than the pairwise ones visible in the correlation heatmap.
First rows
| Start | End | Sleep Quality | Regularity | Mood | Heart rate (bpm) | Steps | Alarm mode | Air Pressure (Pa) | City | Movements per hour | Time in bed (seconds) | Time asleep (seconds) | Time before sleep (seconds) | Window start | Window stop | Did snore | Snore time | Weather temperature (°C) | Weather type | Notes | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 2019-05-12 23:26:13 | 2019-05-13 06:11:03 | 60% | 0% | NaN | 0 | 8350 | Normal | NaN | NaN | 35.0 | 24289.2 | 22993.8 | 161.9 | 2019-05-13 06:00:00 | 2019-05-13 06:00:00 | True | 92.0 | 0.0 | No weather | NaN |
| 1 | 2019-05-13 22:10:31 | 2019-05-14 06:10:42 | 73% | 0% | NaN | 0 | 4746 | Normal | NaN | NaN | 78.6 | 28810.2 | 25160.9 | 192.1 | 2019-05-14 05:50:00 | 2019-05-14 05:50:00 | True | 0.0 | 0.0 | No weather | NaN |
| 2 | 2019-05-14 21:43:00 | 2019-05-15 06:10:41 | 86% | 96% | NaN | 0 | 4007 | Normal | NaN | NaN | 60.5 | 30461.5 | 28430.8 | 203.1 | 2019-05-15 05:50:00 | 2019-05-15 05:50:00 | True | 74.0 | 0.0 | No weather | NaN |
| 3 | 2019-05-15 23:11:51 | 2019-05-16 06:13:59 | 77% | 92% | NaN | 0 | 6578 | Normal | NaN | NaN | 45.2 | 25327.6 | 23132.5 | 168.9 | 2019-05-16 05:50:00 | 2019-05-16 05:50:00 | True | 0.0 | 0.0 | No weather | NaN |
| 4 | 2019-05-16 23:12:13 | 2019-05-17 06:20:32 | 78% | 94% | NaN | 0 | 4913 | Normal | NaN | NaN | 44.6 | 25698.4 | 22614.6 | 171.3 | 2019-05-17 05:50:00 | 2019-05-17 05:50:00 | True | 188.0 | 0.0 | No weather | NaN |
| 5 | 2019-05-19 01:25:12 | 2019-05-19 08:43:11 | 72% | 80% | NaN | 0 | 4020 | No alarm | NaN | NaN | 58.0 | 26278.2 | 20759.8 | 175.2 | NaN | NaN | True | 0.0 | 0.0 | No weather | NaN |
| 6 | 2019-05-20 22:41:13 | 2019-05-21 06:22:58 | 73% | 58% | NaN | 0 | 5133 | Normal | NaN | NaN | 64.0 | 27705.2 | 24565.2 | 184.7 | 2019-05-21 05:50:00 | 2019-05-21 05:50:00 | True | 0.0 | 0.0 | No weather | NaN |
| 7 | 2019-05-21 22:39:27 | 2019-05-22 06:00:55 | 78% | 77% | NaN | 0 | 4927 | Normal | NaN | NaN | 51.0 | 26488.8 | 22780.4 | 176.6 | 2019-05-22 05:50:00 | 2019-05-22 05:50:00 | True | 279.0 | 0.0 | No weather | NaN |
| 8 | 2019-05-22 22:36:59 | 2019-05-23 06:03:59 | 84% | 98% | NaN | 0 | 6637 | Normal | NaN | NaN | 43.5 | 26819.9 | 25925.9 | 178.8 | 2019-05-23 05:50:00 | 2019-05-23 05:50:00 | True | 0.0 | 0.0 | No weather | NaN |
| 9 | 2019-05-23 23:15:23 | 2019-05-24 06:33:47 | 88% | 95% | NaN | 0 | 4298 | Normal | NaN | NaN | 31.6 | 26304.2 | 23761.4 | 175.4 | 2019-05-24 06:35:00 | 2019-05-24 06:35:00 | True | 0.0 | 0.0 | No weather | NaN |
Last rows
| Start | End | Sleep Quality | Regularity | Mood | Heart rate (bpm) | Steps | Alarm mode | Air Pressure (Pa) | City | Movements per hour | Time in bed (seconds) | Time asleep (seconds) | Time before sleep (seconds) | Window start | Window stop | Did snore | Snore time | Weather temperature (°C) | Weather type | Notes | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 911 | 2022-03-17 21:39:47 | 2022-03-18 04:40:57 | 74% | 95% | NaN | 0 | 2045 | Normal | 94.7 | Central Kootenay | 39.7 | 25269.4 | 21815.9 | 505.4 | 2022-03-18 04:20:00 | 2022-03-18 04:20:00 | True | 537.4 | 3.6 | Rain | NaN |
| 912 | 2022-03-19 23:41:34 | 2022-03-20 07:03:19 | 83% | 80% | NaN | 0 | 1985 | Normal | 94.1 | Central Kootenay | 34.6 | 26505.3 | 23413.0 | 530.1 | 2022-03-20 07:00:00 | 2022-03-20 07:00:00 | True | 480.0 | 1.1 | Fog | NaN |
| 913 | 2022-03-20 22:01:31 | 2022-03-21 04:21:01 | 74% | 63% | NaN | 0 | 741 | Normal | 95.1 | Central Kootenay | 31.6 | 22770.5 | 20189.9 | 455.4 | 2022-03-21 04:20:00 | 2022-03-21 04:20:00 | True | 300.0 | 1.3 | Cloudy | NaN |
| 914 | 2022-03-21 21:23:09 | 2022-03-22 04:21:52 | 82% | 79% | NaN | 0 | 4675 | Normal | 95.6 | Central Kootenay | 30.9 | 25122.6 | 21689.2 | 502.5 | 2022-03-22 04:20:00 | 2022-03-22 04:20:00 | True | 417.0 | 3.0 | Fog | NaN |
| 915 | 2022-03-23 22:30:25 | 2022-03-24 06:03:07 | 72% | 86% | NaN | 0 | 2521 | Normal | 94.5 | Central Kootenay | 45.1 | 27162.0 | 25079.6 | 543.2 | 2022-03-24 04:45:00 | 2022-03-24 04:45:00 | True | 1080.0 | 4.6 | Fog | NaN |
| 916 | 2022-03-24 21:33:46 | 2022-03-25 04:21:40 | 71% | 77% | NaN | 0 | 3903 | Normal | 95.2 | Central Kootenay | 39.7 | 24474.1 | 20803.0 | 489.5 | 2022-03-25 04:20:00 | 2022-03-25 04:20:00 | True | 695.7 | 4.0 | Cloudy | NaN |
| 917 | 2022-03-25 16:48:05 | 2022-03-25 17:30:22 | 9% | 14% | NaN | 0 | 495 | Normal | 83.8 | North Okanagan | 0.0 | 2536.2 | 0.0 | 0.0 | 2022-03-25 17:30:00 | 2022-03-25 17:30:00 | True | 0.0 | 5.0 | Cloudy | NaN |
| 918 | 2022-03-26 21:14:23 | 2022-03-27 06:11:01 | 49% | -1% | NaN | 0 | 13388 | Normal | 83.5 | North Okanagan | 82.7 | 32198.1 | 24577.9 | 3649.1 | 2022-03-27 06:00:00 | 2022-03-27 06:00:00 | True | 506.4 | -1.1 | Cloudy | NaN |
| 919 | 2022-03-28 22:53:23 | 2022-03-29 04:50:36 | 77% | 22% | NaN | 0 | 456 | Normal | 93.9 | Central Kootenay | 17.3 | 21433.6 | 15860.8 | 428.7 | 2022-03-29 04:20:00 | 2022-03-29 04:20:00 | True | 60.0 | 6.1 | Sunny | NaN |
| 920 | 2022-03-29 22:44:09 | 2022-03-30 05:11:15 | 68% | 85% | NaN | 0 | 5156 | Normal | 94.4 | Central Kootenay | 38.2 | 23225.9 | 18813.0 | 464.5 | 2022-03-30 05:00:00 | 2022-03-30 05:00:00 | True | 720.0 | 10.5 | Cloudy | NaN |